Discover Awesome MCP Servers

Jira MCP Server

Enables querying Jira issues using JQL and creating new issues programmatically via natural language.

Apache Doris MCP Server

An MCP server that enables users to interact with Apache Doris databases through natural language, supporting query and management operations.

mcpo_docker_use

An example Docker image for mcpo（with npm,curl,nodejs,uv Pre-Built;Pre-Built MCP:amap;baidumap;server-brave-search; tavily;fetch）, a tool that exposes MCP (Model Context Protocol) servers as OpenAPI-compatible HTTP endpoints for OpenWebUI.

Storywright MCP

A multi-agent book-writing MCP server that manages a guarded chapter pipeline (writer → editor → third-pass agents → approve) with project planning, continuity tracking, and export/diff helpers.

Meraki MCP Server

Enables interaction with the Meraki Dashboard API for LLMs, allowing seamless integration of Meraki network management capabilities within an AI assistant's conversational interface.

MCP Color Picker

An interactive color picker that renders as a UI inside MCP-compatible hosts like VS Code GitHub Copilot and Claude.

CDS Components MCP Server

Enables AI assistants to search, understand, and generate code for design system components by syncing and indexing a component library.

DuckDuckGo MCP Server

A basic MCP server built with FastMCP framework that provides example tools for echoing messages and retrieving server information. Supports both stdio and HTTP transports with Docker deployment capabilities.

mcp-google-multi

Gives MCP clients access to Google Workspace (Gmail, Drive, Calendar, Sheets, Docs, etc.) across multiple Google accounts simultaneously.

Yahoo Finance MCP Server

A Model Context Protocol server providing comprehensive financial data from Yahoo Finance, allowing users to retrieve detailed stock information, financial statements, options data, and market news.

Plane MCP Server

An MCP server that enables AI assistants to interact with the Plane project management platform, allowing them to manage workspaces, projects, issues, and comments through a structured API.

Google Docs & Gmail MCP Server

Enables appending content to Google Docs and creating email drafts in Gmail via FastAPI endpoints.

SEO Thermostat MCP

Enables analyzing SEO page performance using data from Google Search Console, Google Analytics, and PostHog to identify weak CTR, decaying rankings, and other issues, providing actionable recommendations.

tapsite

An MCP server for web intelligence extraction that provides 55 tools for extracting structured data, design systems, accessibility audits, and more from websites.

Xcelium MCP Server

Enables AI assistants to control Cadence Xcelium and SimVision simulators in real time for automated RTL and gate-level debugging. It provides 25 tools for signal inspection, watchpoints, binary search, and simulation state management.

pixi-task

A secure MCP server providing controlled access to pixi tasks and commands, eliminating agent bash circumvention. It exposes 11 pixi tools through 4 meta-tools for ~95% context savings.

AI Agent Timeline MCP Server

Provides a Twitter-like timeline interface where AI agents can post thoughts and progress updates in real-time while working on tasks. It enables users to monitor agent activities through a web GUI and persistent database storage for debugging and session tracking.

semblekit

MCP server for the Semble practice-management API, enabling AI agents to search for patients, contacts, and users, as well as retrieve patient relationships via read-only tools.

Quantum ADS MCP

A sovereign Google marketing-agency control plane over the Model Context Protocol, enabling an AI agent to safely operate 20 Google marketing products with read and guarded write capabilities.

AI Ops MCP

AI Ops - MCP server providing AI-powered tools and automation by MEOK AI Labs

CODESYS MCP Toolkit

A Model Context Protocol server that enables seamless interaction between MCP clients (like Claude Desktop) and CODESYS V3 programming environments, allowing automation of project management, POU creation, code editing, and compilation tasks.

colacloud-mcp

Provides access to over 2.5 million US alcohol label records from the TTB via the COLA Cloud API. It enables users to search for labels by brand, barcode, or permit holder and retrieve detailed product information including label images and ABV.

MCP Weather Server for Claude

An MCP server for Claude that provides real-time weather alerts and forecasts using the U.S. National Weather Service API. Built with fastmcp and httpx, it exposes two tools: get_alerts (by state) and get_forecast (by lat/lon). Uses stdio transport for Claude integration.

Echo Hello MCP Server

A simple MCP server sample that provides a greeting tool which echoes back a personalized Japanese greeting message. Demonstrates basic MCP server implementation using FastMCP framework.

AlphaFold MCP Server

AlphaFold MCP Server

operant-mcp

A comprehensive security testing MCP server providing 51 tools for penetration testing, network forensics, memory analysis, and vulnerability assessment. It enables automated security audits and technical investigations across web applications, cloud environments, and network captures.

mcp-openvision

MCP OpenVision is a Model Context Protocol (MCP) server that provides image analysis capabilities powered by OpenRouter vision models. It enables AI assistants to analyze images via a simple interface within the MCP ecosystem.

unbiased

Reads your GitHub profile and provides developer context (stack, projects, experience) to MCP clients like Claude and Cursor via a single URL.

mcp-server-dexcom-health

MCP server for Dexcom CGM glucose data, enabling AI agents to access and analyze continuous glucose monitor readings for health intelligence applications.

flin-meta-ads-mcp

Read-only MCP server for Meta Ads that lists and reads ad accounts, campaigns, ad sets, ads, ad images, creatives, and fetches insights at various levels.